Jacobian-Velocity Bounds for Deployment Risk Under Covariate Drift
arXiv:2605.04932v1 Announce Type: new
Abstract: We study long-horizon deployment of a frozen predictor under dynamic covariate shift. A time-domain Poincar\’e inequality reduces temporal risk volatility to derivative energy, and a Jacobian-velocity th…